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Accounting & Bookkeeping Arena

Puzzle vs Kick

Puzzle logo

Puzzle

Puzzle Financial Inc.

Arena25/100AGENT-READY24/100BUILT-IN AI68/100
MCP✓CLI—API~
free-tier7/100 integrity
Kick logo

Kick

Kick Technology Inc.

Arena10/100AGENT-READY8/100BUILT-IN AI24/100
MCP—CLI—API—
free-tier0/100 integrity

Puzzle wins · 20–10 (22 drawn)

Agenticness — how well agents can access and operate the productAgenticness

How well agents can access and operate the product

Agent access

  1. ai-native userPoint an agent at llms.txt or agent-oriented docs

    weight 2 · round drawn
    Puzzlefullprobed8/10

    A live probe confirms Puzzle's help center serves a valid llms.txt file at help.puzzle.io/llms.txt (HTTP 200) with structured markdown links to docs, directly satisfying the ability to point an agent at agent-oriented docs. Missing for 10: independent/community confirmation of agents successfully consuming this file, and broader agent-doc formats (e.g., per-page .md mirrors, which probes show 404).

    • [probe] “PROBE llms.txt: HTTP 200 at https://help.puzzle.io/llms.txt # Puzzle Help Center > Help center for Puzzle ## Puzzle Overview - [Quick Sta…”
    • [probe] “PROBE docs-md: HTTP 404 at https://help.puzzle.io/en/.md”
    proof ↗⚑ flag
    Kickfullprobed8/10

    A live llms.txt index exists at docs.kick.co/llms.txt (HTTP 200, confirmed by probe) with markdown mirrors and a documented ask-query interface, plus a real MCP JSON-RPC endpoint for docs search, giving agents multiple ways to consume agent-oriented documentation. missing for 10: this is a GitBook platform surface rather than a Kick-built capability, and there's no independent (non-vendor) corroboration of agents actually using it successfully.

    • [probe] “PROBE llms.txt: HTTP 200 at https://docs.kick.co/llms.txt # Kick Docs ## Business Owners - [Kick Docs for Business Owners](https://docs.ki…”
    • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
    • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
    proof ↗⚑ flag

  2. ai-native userRun the product headlessly / in CI for automation

    weight 2 · round drawn
    Puzzlenone0/10

    Puzzle's evidence only shows marketing language about an 'API' for embedding accounting into platforms and an MCP integration for Claude chat — neither documents headless CLI operation, CI pipeline usage, or automation-oriented tooling. No SDK, auth flow, or CI examples are present, so there's no evidence of headless/CI automation support.

    • [claimed-docs] “With Puzzle's Embedded Accounting—powered by our API, your platform gets automated AI bookkeeping, real-time financial insights, and a clean…”
    • [claimed-docs] “With Puzzle’s Embedded Accounting—powered by our API, your platform gets automated AI bookkeeping, real-time financial insights, and a clean…”
    • [claimed-docs] “your platform gets automated AI bookkeeping, real-time financial insights, and a clean data foundation built to scale”
    • [probe] “PROBE openapi: all candidate paths 404 (https://help.puzzle.io/openapi.json, https://help.puzzle.io/swagger.json, https://help.puzzle.io/api…”
    proof ↗⚑ flag
    Kicknone0/10

    No evidence of an API, CLI, or headless automation surface for actual Kick operations: OpenAPI/swagger probes all 404, and the only live MCP endpoint found is a GitBook docs-search server, not a Kick account/ledger API. The single 'MCP/CLI' mention on the pricing page is a bare link with no supporting documentation of scriptable/CI-usable functionality.

    • [probe] “PROBE openapi: all candidate paths 404 (https://docs.kick.co/openapi.json, https://docs.kick.co/swagger.json, https://docs.kick.co/api/opena…”
    • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
    • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
    • [claimed-docs] “MCP/CLI”
    proof ↗⚑ flag

  3. ai-native userPlug MCP servers into this product so it can use their tools

    weight 3 · round drawn
    Puzzlenone0/10

    Evidence shows Puzzle exposes its own MCP server so external AI clients (e.g., Claude) can pull Puzzle's financial data — the reverse of the story's ask. There is no evidence that Puzzle itself can consume or plug in external MCP servers to gain their tools.

    • [claimed-docs] “Puzzle's MCP (Model Context Protocol) integration lets you connect your Puzzle account directly to Claude, giving you instant access to your…”
    • [claimed-docs] “lets you connect your Puzzle account directly to Claude, giving you instant access to your financial data through natural conversation — no …”
    • [claimed-docs] “How to setup your Puzzle MCP”
    proof ↗⚑ flag
    Kicknone0/10

    There is no evidence that Kick lets users plug external MCP servers into the product so it can call their tools. The only MCP-related evidence is a GitBook-provided docs-search MCP endpoint (serving documentation, not Kick data or actions) and a separate workflow where Kick data is exported to Google Sheets for AI tools to read — neither shows Kick acting as an MCP client consuming external servers.

    • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
    • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
    • [claimed-docs] “The documented AI workflow routes through Google Sheets: "Use Gemini, Claude, or ChatGPT on live Kick report data in Google Sheets... Your K…”
    proof ↗⚑ flag

  4. ai-native userConnect an agent via an official MCP server

    weight 3 · round to Puzzle
    Puzzlefullclaimed7/10

    Puzzle documents an official MCP server integration that connects Puzzle accounts to Claude for natural-language access to financial data, with a dedicated setup guide (puzzle-docs-2, puzzle-docs-22, puzzle-docs-33). This is a first-party, product-level MCP server offering, fitting the axis for a non-agent SaaS product. Missing for 10: independent/hands-on confirmation that the MCP server works as documented, and technical details on supported tool calls/scopes.

    • [claimed-docs] “How to setup your Puzzle MCP”
    • [claimed-docs] “Puzzle's MCP (Model Context Protocol) integration lets you connect your Puzzle account directly to Claude, giving you instant access to your…”
    • [claimed-docs] “lets you connect your Puzzle account directly to Claude, giving you instant access to your financial data through natural conversation — no …”
    proof ↗⚑ flag
    Kicknone0/10

    The only MCP endpoint found is a generic GitBook platform docs-search server (serverInfo "mcp-typescript server on vercel"), explicitly noted as serving documentation, not Kick account data or ledger actions — not an official Kick-built MCP server. Kick's documented AI workflow instead routes through Google Sheets exports for LLMs, with no first-party MCP server for agent access to financial data or actions.

    • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
    • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
    • [claimed-docs] “The documented AI workflow routes through Google Sheets: "Use Gemini, Claude, or ChatGPT on live Kick report data in Google Sheets... Your K…”
    • [probe] “PROBE openapi: all candidate paths 404 (https://docs.kick.co/openapi.json, https://docs.kick.co/swagger.json, https://docs.kick.co/api/opena…”
    proof ↗⚑ flag

  5. ai-native userUse an official CLI

    weight 2 · round drawn
    Puzzlenone0/10

    Puzzle's evidence pack documents an API, an MCP integration, and various in-app AI features, but there is no mention of an official CLI tool anywhere in the docs or probes. Missing for 10: any CLI documentation, CLI installation instructions, or CLI command reference.

      ⚑ flag
      Kicknone0/10

      No evidence of a Kick-built CLI exists; the only 'CLI' mention is an unresolved label on a pricing page, and the actual agent-facing surfaces documented (GitBook llms.txt, GitBook MCP endpoint, Google Sheets AI workflow) are docs-search or spreadsheet integrations, not a command-line interface for interacting with Kick. missing for 10: any documented CLI tool, install instructions, command reference, or hands-on confirmation of a Kick CLI.

      • [claimed-docs] “MCP/CLI”
      • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
      • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
      proof ↗⚑ flag

    • ai-native userDrive the product through a documented public API

      weight 3 · round to Puzzle
      Puzzlepartialprobed4/10

      Puzzle markets an 'Embedded Accounting' API and has a help article on 'API Access in Puzzle' describing platform-to-platform integration intent, suggesting a documented public API exists. However, probes for actual API reference material (OpenAPI/swagger specs, docs-md) returned 404s, and no evidence pack item shows endpoint-level documentation, auth flow, or SDKs. Missing for 10: a public API reference/spec, authentication and endpoint documentation, and independent confirmation that AI-native users can programmatically drive the product via this API.

      • [claimed-docs] “With Puzzle's Embedded Accounting—powered by our API, your platform gets automated AI bookkeeping, real-time financial insights, and a clean…”
      • [claimed-docs] “With Puzzle’s Embedded Accounting—powered by our API, your platform gets automated AI bookkeeping, real-time financial insights, and a clean…”
      • [claimed-docs] “Our API was originally architected for deep platform-to-platform integrations.”
      • [probe] “PROBE openapi: all candidate paths 404 (https://help.puzzle.io/openapi.json, https://help.puzzle.io/swagger.json, https://help.puzzle.io/api…”
      proof ↗⚑ flag
      Kicknone0/10

      No documented public API for driving Kick itself was found: an OpenAPI/API probe returned 404s everywhere, and the only working MCP endpoint is explicitly a GitBook docs-search server that 'serves documentation, not Kick account data or ledger actions.' The AI integration path is one-way reporting into Google Sheets for LLMs to read, not a programmatic API to act on the product.

      • [probe] “PROBE openapi: all candidate paths 404 (https://docs.kick.co/openapi.json, https://docs.kick.co/swagger.json, https://docs.kick.co/api/opena…”
      • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
      • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
      • [claimed-docs] “The documented AI workflow routes through Google Sheets: "Use Gemini, Claude, or ChatGPT on live Kick report data in Google Sheets... Your K…”
      proof ↗⚑ flag

    • ai-native userIssue scoped/least-privilege API credentials for an agent

      weight 2 · round drawn
      Puzzlenone0/10

      Evidence shows Puzzle has an API and MCP integration for connecting agents (e.g., Claude) to account data, but there is no mention of issuing scoped, least-privilege API credentials, permission scopes, or granular token controls for agents. missing for 10: scoped API key/token generation, permission/role-based credential scoping, documentation of least-privilege access controls for agent integrations.

      • [claimed-docs] “Puzzle's MCP (Model Context Protocol) integration lets you connect your Puzzle account directly to Claude, giving you instant access to your…”
      • [claimed-docs] “Our API was originally architected for deep platform-to-platform integrations.”
      • [claimed-docs] “lets you connect your Puzzle account directly to Claude, giving you instant access to your financial data through natural conversation — no …”
      proof ↗⚑ flag
      Kicknone0/10

      No evidence of any API credential system, scoped tokens, OAuth grants, or agent-specific permission levels for Kick's product/account data—only role-based access control for human team members and a documentation-search MCP endpoint unrelated to account access. No mention of issuing least-privilege API keys or credentials for AI agents to act on a user's financial data.

      • [claimed-docs] “Kick uses role-based access control so you decide exactly who can see and do what in your workspace.”
      • [claimed-docs] “"All data transmitted to and from Kick is encrypted in transit using TLS. Data at rest is encrypted using AES-256... Kick connects to your f…”
      • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
      • [probe] “PROBE openapi: all candidate paths 404 (https://docs.kick.co/openapi.json, https://docs.kick.co/swagger.json, https://docs.kick.co/api/opena…”
      proof ↗⚑ flag

    • ai-native userBuild against official SDKs

      weight 2 · round to Puzzle
      Puzzlepartialprobed5/10

      Puzzle offers a documented API for embedded accounting and an MCP integration for Claude, showing some official developer surfaces, but there's no evidence of a formal SDK (client libraries, language bindings) or OpenAPI spec — probes for openapi.json all returned 404. missing for 10: official SDK/client libraries in specific languages, published OpenAPI/API reference spec, independent developer corroboration of building against the API.

      • [claimed-docs] “With Puzzle's Embedded Accounting—powered by our API, your platform gets automated AI bookkeeping, real-time financial insights, and a clean…”
      • [claimed-docs] “With Puzzle’s Embedded Accounting—powered by our API, your platform gets automated AI bookkeeping, real-time financial insights, and a clean…”
      • [claimed-docs] “Our API was originally architected for deep platform-to-platform integrations.”
      • [claimed-docs] “Puzzle's MCP (Model Context Protocol) integration lets you connect your Puzzle account directly to Claude, giving you instant access to your…”
      • [claimed-docs] “lets you connect your Puzzle account directly to Claude, giving you instant access to your financial data through natural conversation — no …”
      • [probe] “PROBE openapi: all candidate paths 404 (https://help.puzzle.io/openapi.json, https://help.puzzle.io/swagger.json, https://help.puzzle.io/api…”
      proof ↗⚑ flag
      Kicknone0/10

      There is no evidence of an official Kick SDK: the OpenAPI/Swagger probe returned 404 on all candidate paths, and the only MCP endpoint found (kick-probe-3) is GitBook's generic docs-search MCP server, not a Kick-built API/SDK — it serves documentation, not account or ledger data. AI workflows are routed indirectly through Google Sheets exports rather than a programmable SDK.

      • [probe] “PROBE openapi: all candidate paths 404 (https://docs.kick.co/openapi.json, https://docs.kick.co/swagger.json, https://docs.kick.co/api/opena…”
      • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
      • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
      • [claimed-docs] “The documented AI workflow routes through Google Sheets: "Use Gemini, Claude, or ChatGPT on live Kick report data in Google Sheets... Your K…”
      proof ↗⚑ flag

    • ai-native userSubscribe to events via webhooks

      weight 2 · round drawn
      Puzzlenone0/10

      No evidence of webhook subscription capability anywhere in the pack; Puzzle offers an API and MCP integration for querying data, but nothing about event-driven webhooks.

        ⚑ flag
        Kicknone0/10

        No evidence anywhere in the pack of a webhooks feature or event subscription mechanism for Kick account/ledger data; the only outbound integrations mentioned are docs-search MCP (GitBook platform) and Google Sheets sync, neither of which is a webhook subscription API.

          ⚑ flag

        Agentic features

        1. ai-native userGet AI-generated insights and suggestions from my data inside the product

          weight 2 · round to Puzzle
          Puzzlefullclaimed8/10

          Puzzle offers a conversational 'ask anything' insights feature (cash trending, profitability, fundraising readiness) plus AI Close agents that surface discrepancies, AI-driven categorization suggestions, and MCP integration for natural-language querying of financial data via Claude — all directly delivering AI-generated insights/suggestions from the user's own data. Missing for 10: independent hands-on verification of insight accuracy/quality beyond marketing copy and only one general community mention unrelated to this specific feature.

          • [claimed-docs] “Ask anything about your business, instantly, in plain English. "How's my cash trending?" "Am I ready to raise?" "Which months am I actually …”
          • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
          • [claimed-docs] “A user can click on a button and “ask AI” for help in categorizing a transaction —without context switching between tools.”
          • [claimed-docs] “Puzzle's MCP (Model Context Protocol) integration lets you connect your Puzzle account directly to Claude, giving you instant access to your…”
          • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
          • [claimed-docs] “Hand off the busywork. Finding software subscriptions, matching invoices to payments, pulling together what your accountant needs — describe…”
          proof ↗⚑ flag
          Kickpartialprobed4/10

          Kick documents AI categorization of transactions (auto-labeling ~97% on first pass, confidence-gated, learns from corrections) and real-time P&L updates from that AI action, which is a form of AI acting on user data. However, this is transactional automation, not explicit 'insights and suggestions' (e.g., anomaly flags, forecasts, recommendations) surfaced inside the product itself; the only place data is 'reasoned over' by AI (Gemini/Claude/ChatGPT) is via export to Google Sheets, which is outside the core product UI. Missing for 10: in-app AI-generated insights/recommendations dashboard, proactive suggestions beyond categorization, and evidence of AI reasoning happening natively within Kick rather than via Sheets/GitBook docs-search surfaces.

          • [claimed-docs] “"Kick automatically categorizes your transactions and learns from your changes. When transactions sync into Kick, the AI categorizes approxi…”
          • [claimed-docs] “The documented AI workflow routes through Google Sheets: "Use Gemini, Claude, or ChatGPT on live Kick report data in Google Sheets... Your K…”
          • [probe] “PROBE llms.txt: HTTP 200 at https://docs.kick.co/llms.txt # Kick Docs ## Business Owners - [Kick Docs for Business Owners](https://docs.ki…”
          proof ↗⚑ flag

        2. ai-native userSet up automations that run autonomously in the background

          weight 2 · round to Puzzle
          Puzzlepartialclaimed6/10

          Puzzle documents concrete background automations — 'AI Close' agents that autonomously reconcile accounts, review transactions and surface discrepancies during month-end, plus custom categorization rules and batch auto-categorization (up to 98%) that run without manual triggering. However these are fixed, accounting-specific automations rather than a general-purpose 'set up your own automation' framework, and there's no independent/hands-on evidence confirming reliability of unattended runs. Missing for 10: user-configurable triggers/schedules for arbitrary automations, evidence of true autonomy without review gates, and independent verification of background execution.

          • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
          • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
          • [claimed-docs] “Creating custom rules”
          • [claimed-docs] “Batch Categorize Transactions”
          • [claimed-docs] “Up to 98% auto-categorization”
          proof ↗⚑ flag
          Kickpartialprobed4/10

          Kick automates categorization, transfer matching, reconciliation checks, and rule-based overrides continuously in the background (kick-supp-categorization, kick-supp-reconciliation, kick-docs-7), which is a form of autonomous background automation for bookkeeping tasks. However, this is limited to Kick's own fixed bookkeeping pipeline, not a general-purpose, user-configurable automation/agent framework that an AI-native user could set up for arbitrary autonomous tasks. missing for 10: evidence of user-defined autonomous workflows/agents beyond built-in categorization rules, a scheduling/trigger system for custom automations, or an automation builder — none is documented; MCP surfaces found are docs-search only, not action-capable agents.

          • [claimed-docs] “"Kick automatically categorizes your transactions and learns from your changes. When transactions sync into Kick, the AI categorizes approxi…”
          • [claimed-docs] “Rules let you tell Kick exactly how to handle specific transactions - overriding AI categorization with your own logic.”
          • [claimed-docs] “"Reconciliation is the process of comparing your transactions in Kick against your actual bank or credit card statements to confirm everythi…”
          • [claimed-docs] “"The Activity tab is a full audit trail of everything that's happened in your workspace. Every transaction change, categorization update, an…”
          • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
          proof ↗⚑ flag

        3. ai-native userDelegate tasks to a built-in AI assistant inside the product

          weight 3 · round to Puzzle
          Puzzlefullclaimed8/10

          Puzzle ships built-in AI features (AI Close, Accounting AI) described as using 'AI agents to reconcile accounts, review transactions, and surface discrepancies,' plus an 'Ask AI' button for categorization help and natural-language financial queries — all within the product itself, not an external agent. Missing for 10: independent/hands-on verification of these AI features actually completing delegated tasks, and clearer detail on autonomy vs human-review boundaries.

          • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
          • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
          • [claimed-docs] “A user can click on a button and “ask AI” for help in categorizing a transaction —without context switching between tools.”
          • [claimed-docs] “Accounting AI runs prompts on top of your general ledger. The output reflects your existing accounts and categories.”
          • [claimed-docs] “How to import a PDF or CSV using Accounting AI”
          • [claimed-docs] “Ask anything about your business, instantly, in plain English. "How's my cash trending?" "Am I ready to raise?" "Which months am I actually …”
          • [claimed-docs] “Hand off the busywork. Finding software subscriptions, matching invoices to payments, pulling together what your accountant needs — describe…”
          proof ↗⚑ flag
          Kickpartialprobed4/10

          Kick documents AI automation for bookkeeping (auto-categorization with confidence gating, described as 'self-driving' per llms.txt) and logs AI actions in an audit trail, but this is background automation of a fixed task, not a conversational assistant a user delegates arbitrary tasks to. The actual 'ask an AI' workflow routes through external tools (Gemini/Claude/ChatGPT) reasoning over exported Sheets data, not a built-in assistant inside Kick's own UI. Missing for 10: a native in-product chat/assistant interface, evidence of delegating open-ended tasks (not just categorization) to it, and independent confirmation of this workflow beyond vendor docs.

          • [claimed-docs] “"Kick automatically categorizes your transactions and learns from your changes. When transactions sync into Kick, the AI categorizes approxi…”
          • [claimed-docs] “"The Activity tab is a full audit trail of everything that's happened in your workspace. Every transaction change, categorization update, an…”
          • [probe] “PROBE llms.txt: HTTP 200 at https://docs.kick.co/llms.txt # Kick Docs ## Business Owners - [Kick Docs for Business Owners](https://docs.ki…”
          • [claimed-docs] “The documented AI workflow routes through Google Sheets: "Use Gemini, Claude, or ChatGPT on live Kick report data in Google Sheets... Your K…”
          proof ↗⚑ flag

        4. ai-native userOperate the product with natural-language commands

          weight 2 · round to Puzzle
          Puzzlefullclaimed7/10

          Puzzle documents natural-language interaction via its MCP integration with Claude ('instant access to your financial data through natural conversation') and multiple AI features letting users 'ask anything about your business in plain English' or 'ask AI' to categorize transactions, plus AI Close agents automating close tasks from natural prompts. Missing for 10: independent/hands-on verification that NL commands can trigger broader actions (not just queries) and third-party corroboration of the MCP/Claude workflow in practice.

          • [claimed-docs] “Puzzle's MCP (Model Context Protocol) integration lets you connect your Puzzle account directly to Claude, giving you instant access to your…”
          • [claimed-docs] “lets you connect your Puzzle account directly to Claude, giving you instant access to your financial data through natural conversation — no …”
          • [claimed-docs] “Ask anything about your business, instantly, in plain English. "How's my cash trending?" "Am I ready to raise?" "Which months am I actually …”
          • [claimed-docs] “A user can click on a button and “ask AI” for help in categorizing a transaction —without context switching between tools.”
          • [claimed-docs] “Accounting AI runs prompts on top of your general ledger. The output reflects your existing accounts and categories.”
          • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
          • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
          proof ↗⚑ flag
          Kickpartialprobed4/10

          Kick supports AI-native interaction only indirectly: reports sync as live data to Google Sheets so Gemini/Claude/ChatGPT can read, reason over, and even write back to the sheet, and the docs are agent-legible via GitBook's MCP/llms.txt surfaces. But there's no evidence of a native chat/NL command interface inside Kick itself for issuing commands like 'recategorize this transaction' or 'send this invoice' — the MCP endpoint found only serves documentation search, not account actions, and AI categorization is automatic/rule-based rather than user-prompted NL commands. Missing for 10: a first-party NL command interface or agent that can execute ledger/invoicing/bill-pay actions directly from user prompts, and independent corroboration of the write-back capability actually altering Kick data (not just the sheet).

          • [claimed-docs] “Your Kick reports land as live spreadsheet data in your workbook, so Gemini, Claude, or ChatGPT can read and reason over them.”
          • [claimed-docs] “The documented AI workflow routes through Google Sheets: "Use Gemini, Claude, or ChatGPT on live Kick report data in Google Sheets... Your K…”
          • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
          • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
          • [claimed-docs] “"Kick automatically categorizes your transactions and learns from your changes. When transactions sync into Kick, the AI categorizes approxi…”
          proof ↗⚑ flag

        Api quality

        1. ai-native userExplore an interactive API reference with runnable examples

          weight 2 · round drawn
          Puzzlenone0/10

          Puzzle documents an API (puzzle.io/api) and an MCP integration, but there is no evidence of an interactive API reference or runnable examples; probes for OpenAPI/Swagger specs at expected paths all returned 404, suggesting no such interactive reference exists.

          • [claimed-docs] “With Puzzle's Embedded Accounting—powered by our API, your platform gets automated AI bookkeeping, real-time financial insights, and a clean…”
          • [claimed-docs] “Our API was originally architected for deep platform-to-platform integrations.”
          • [probe] “PROBE openapi: all candidate paths 404 (https://help.puzzle.io/openapi.json, https://help.puzzle.io/swagger.json, https://help.puzzle.io/api…”
          • [probe] “PROBE docs-md: HTTP 404 at https://help.puzzle.io/en/.md”
          proof ↗⚑ flag
          Kicknone0/10

          There's no evidence of an interactive API reference or runnable code examples; probes explicitly show no OpenAPI/Swagger spec exists (all candidate paths 404), and the only 'API-like' surface is GitBook's generic docs-search MCP endpoint, which serves documentation text, not a runnable API reference.

          • [probe] “PROBE openapi: all candidate paths 404 (https://docs.kick.co/openapi.json, https://docs.kick.co/swagger.json, https://docs.kick.co/api/opena…”
          • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
          • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
          proof ↗⚑ flag

        2. ai-native userDownload a machine-readable API spec (OpenAPI or equivalent)

          weight 2 · round drawn
          Puzzlenone0/10

          Puzzle has an API and mentions API access docs, but the probe explicitly found no OpenAPI/swagger spec at any candidate path, and no evidence pack item references a downloadable machine-readable spec.

          • [probe] “PROBE openapi: all candidate paths 404 (https://help.puzzle.io/openapi.json, https://help.puzzle.io/swagger.json, https://help.puzzle.io/api…”
          • [claimed-docs] “Our API was originally architected for deep platform-to-platform integrations.”
          proof ↗⚑ flag
          Kicknone0/10

          A direct probe for an OpenAPI/Swagger spec returned 404 on all candidate paths, and no evidence pack item shows a downloadable machine-readable API spec for Kick's own product API; the only machine-readable surfaces found (llms.txt, GitBook MCP) serve documentation, not an API contract.

          • [probe] “PROBE openapi: all candidate paths 404 (https://docs.kick.co/openapi.json, https://docs.kick.co/swagger.json, https://docs.kick.co/api/opena…”
          • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
          • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
          proof ↗⚑ flag

        3. ai-native userTest against a sandbox environment without touching production data

          weight 1 · round drawn
          Puzzlenone0/10

          No evidence in the pack mentions a sandbox, test, or staging environment for Puzzle's API or product that would let a user test without touching production financial data; only production-focused API and bookkeeping features are documented.

            ⚑ flag
            Kicknone0/10

            The axis applies to this product kind (peer products hold positive or none verdicts on this story), so lack of evidence for an applicable capability is "none", never "na". (na/none harmonized at arena bring-up — see pipeline/scripts/na-harmonize.ts.)

              ⚑ flag

            • ai-native userRely on versioned APIs with a documented deprecation policy

              weight 2 · round drawn
              Puzzlenone0/10

              The evidence pack shows Puzzle has an API and MCP integration (puzzle-docs-42, puzzle-docs-21) but contains no mention of API versioning scheme or a documented deprecation policy; probes for OpenAPI specs all returned 404. Missing for 10: any versioning scheme documentation, changelog, or deprecation/sunset policy.

              • [claimed-docs] “Our API was originally architected for deep platform-to-platform integrations.”
              • [claimed-docs] “With Puzzle’s Embedded Accounting—powered by our API, your platform gets automated AI bookkeeping, real-time financial insights, and a clean…”
              • [probe] “PROBE openapi: all candidate paths 404 (https://help.puzzle.io/openapi.json, https://help.puzzle.io/swagger.json, https://help.puzzle.io/api…”
              proof ↗⚑ flag
              Kicknone0/10

              No evidence of a public, versioned Kick API exists — the openapi/swagger probe returned 404 on all candidate paths, and the only MCP/API-like surface found is GitBook's generic docs-search MCP endpoint, not a Kick-built account/ledger API. There is no mention anywhere in the docs of API versioning schemes or a deprecation policy.

              • [probe] “PROBE openapi: all candidate paths 404 (https://docs.kick.co/openapi.json, https://docs.kick.co/swagger.json, https://docs.kick.co/api/opena…”
              • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
              • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
              proof ↗⚑ flag

            Automation depth — how much of the product can run unattendedAutomation depth

            How much of the product can run unattended

            1. ai-native userPerform bulk operations across many items at once

              weight 2 · round to Puzzle
              Puzzlepartialclaimed6/10

              Puzzle documents concrete bulk-operation features—batch categorizing transactions, bulk CSV import of manual journal entries, and bulk CSV upload of the Chart of Accounts—plus rule-based automation for categorization, all first-party docs. However, these bulk mechanisms are CSV/rule-based rather than explicitly exposed through the AI/API/MCP layer for an 'AI-native' agent to invoke programmatically at scale. Missing for 10: explicit evidence that the API or MCP integration itself supports issuing bulk operations (not just UI/CSV uploads), and independent/hands-on confirmation of bulk-op reliability at scale.

              • [claimed-docs] “Batch Categorize Transactions”
              • [claimed-docs] “Need to post more than one manual journal entry at a time? Instead of adding them one by one, you can upload a batch of entries all at once …”
              • [claimed-docs] “If you need to bulk add or edit your Chart of Accounts in Puzzle, you can do so by uploading a CSV file directly from your Company Settings.”
              • [claimed-docs] “Creating custom rules”
              • [claimed-docs] “Puzzle's MCP (Model Context Protocol) integration lets you connect your Puzzle account directly to Claude, giving you instant access to your…”
              proof ↗⚑ flag
              Kickpartialclaimed5/10

              Kick's AI categorizes ~97% of transactions automatically and rules apply logic across every matching transaction going forward, and multi-entity transaction splitting affects many items at once — all forms of bulk-scale automation. However there is no documented bulk-edit UI, batch API, or CLI/MCP action surface for an AI agent to programmatically trigger bulk operations across many items on demand. Missing for 10: explicit bulk-select/bulk-edit feature, a programmatic bulk-action API or CLI, and evidence of agent-triggered bulk operations beyond passive AI categorization.

              • [claimed-docs] “"Kick automatically categorizes your transactions and learns from your changes. When transactions sync into Kick, the AI categorizes approxi…”
              • [claimed-docs] “Rules let you tell Kick exactly how to handle specific transactions - overriding AI categorization with your own logic.”
              • [claimed-docs] “For expenses shared across businesses - like rent, software, or insurance - you can split a single transaction across multiple entities by a…”
              • [claimed-docs] “Upload PDF bank statements or CSVs for institutions not supported by Plaid, or to backfill historical data.”
              proof ↗⚑ flag

            2. ai-native userDefine rules that trigger actions automatically on events

              weight 3 · round to Kick
              Puzzlepartialclaimed5/10

              Puzzle documents 'Creating custom rules' for transaction categorization, letting users define rules that automatically trigger categorization when transactions occur, and AI Close agents that automate reconciliation on close events — concrete evidence of rule-based automation tied to events. However, this is scoped narrowly to bookkeeping categorization/close workflows rather than a general-purpose rules engine spanning arbitrary triggers and actions. Missing for 10: evidence of a broader, user-configurable trigger-action framework beyond categorization/close (e.g., custom webhooks, conditional workflows across modules), and independent confirmation of rule behavior in practice.

              • [claimed-docs] “Creating custom rules”
              • [claimed-docs] “Batch Categorize Transactions”
              • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
              • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
              proof ↗⚑ flag
              Kickpartialclaimed6/10

              Kick's documented Rules feature lets users define logic that overrides AI categorization and 'run automatically whenever a matching transaction syncs' — a real event-triggered automation rule engine. However, this is scoped narrowly to transaction categorization events rather than a general-purpose trigger/action framework spanning arbitrary events (e.g., invoicing, bill pay, entity actions). Missing for 10: evidence of rules triggering on non-categorization events, multi-step or cross-feature actions, and any user-facing rule builder UI/API details beyond the single doc description.

              • [claimed-docs] “Rules let you tell Kick exactly how to handle specific transactions - overriding AI categorization with your own logic.”
              • [claimed-docs] “"Kick automatically categorizes your transactions and learns from your changes. When transactions sync into Kick, the AI categorizes approxi…”
              proof ↗⚑ flag

            3. ai-native userSchedule recurring jobs or workflows

              weight 2 · round drawn
              Puzzlenone0/10

              Puzzle documents AI-driven automation for close, categorization, and reconciliation, but there is no evidence of any capability to schedule recurring jobs or workflows (e.g., recurring invoices, scheduled reports, or timed automation triggers).

                ⚑ flag
                Kicknone0/10

                Kick documents event-driven automation (AI categorization on sync, rules triggered by matching transactions) but no evidence of user-schedulable recurring jobs/workflows (e.g., recurring invoices, scheduled reports, cron-like automation) that an AI-native user could set up and manage.

                  ⚑ flag

                • ai-native userVersion, review, and roll back my automations

                  weight 1 · round drawn
                  Puzzlenone0/10

                  Puzzle documents automation features (custom categorization rules, AI Close, batch categorization) but no evidence describes versioning, reviewing, or rolling back these automations themselves — the only 'rollback' mentioned is voiding a manual journal entry, not an automation rule change. Missing for 10: version history for rules/automations, review/approval workflow for automation changes, and a documented rollback mechanism for automations.

                  • [claimed-docs] “Creating custom rules”
                  • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
                  • [claimed-docs] “Puzzle automatically creates a voiding (reversing) journal entry for the original and posts a new entry reflecting your changes”
                  proof ↗⚑ flag
                  Kicknone0/10

                  Kick documents an audit trail (Activity tab) that logs categorization/rule changes, but there is no evidence of versioning automation Rules or rolling back an automation to a prior state — only a log of what happened, not a way to view/restore prior rule versions.

                  • [claimed-docs] “"The Activity tab is a full audit trail of everything that's happened in your workspace. Every transaction change, categorization update, an…”
                  • [claimed-docs] “Rules let you tell Kick exactly how to handle specific transactions - overriding AI categorization with your own logic.”
                  • [claimed-docs] “Period locking is documented: "When your accountant finishes reviewing and closing a period, they lock it. A lock protects the finalized boo…”
                  proof ↗⚑ flag

                Banking reconciliation — stories about banking reconciliation in this arenaBanking reconciliation

                Stories about banking reconciliation in this arena

                Ai reconciliation

                1. ai-native userHave an agent reconcile a month end-to-end, matching transactions, flagging exceptions, and preparing the close for human review

                  weight 3 · round to Puzzle
                  Puzzlepartialclaimed6/10

                  Puzzle's AI Close feature explicitly uses AI agents to reconcile accounts, review transactions, and surface discrepancies for month-end close, directly matching the story's core ask (puzzle-docs-24, puzzle-docs-39, puzzle-docs-5). However, evidence doesn't confirm full end-to-end autonomy or explicit 'preparation for human review' handoff workflow beyond general review-before-final claims, and there's no independent/hands-on validation of the AI Close agent's reconciliation accuracy or exception-flagging in practice. missing for 10: independent/hands-on verification of AI Close performance, detailed documentation of exception-flagging logic, explicit human-review handoff/approval workflow, and evidence of full end-to-end (not just partial/batch) reconciliation coverage.

                  • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
                  • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
                  • [claimed-docs] “Month-End close with AI Close”
                  • [claimed-docs] “Hand off the busywork. Finding software subscriptions, matching invoices to payments, pulling together what your accountant needs — describe…”
                  • [claimed-docs] “performing a reconciliation is the best way to ensure every single transaction is accounted for and matches your bank statement exactly—givi…”
                  proof ↗⚑ flag
                  Kickpartialprobed5/10

                  Kick's AI auto-categorizes ~97% of transactions and gates low-confidence items for manual review, and the product includes month-end period locks and a full audit trail logging AI agent actions — echoing pieces of an end-to-end reconciliation workflow. However, the reconciliation docs themselves describe reconciliation as a process of comparing Kick's records to bank statements without documenting that Kick's AI actually performs the matching/flagging of reconciliation exceptions (as opposed to categorization); there's no evidence of a single agent command that walks through match, flag, and prepare-for-review end-to-end. Missing for 10: documented AI-driven bank-statement matching/exception flagging specific to reconciliation (not just categorization), and a described single-agent workflow that completes a full month-end close autonomously.

                  • [claimed-docs] “"Kick automatically categorizes your transactions and learns from your changes. When transactions sync into Kick, the AI categorizes approxi…”
                  • [claimed-docs] “"Reconciliation is the process of comparing your transactions in Kick against your actual bank or credit card statements to confirm everythi…”
                  • [claimed-docs] “Period locking is documented: "When your accountant finishes reviewing and closing a period, they lock it. A lock protects the finalized boo…”
                  • [claimed-docs] “"The Activity tab is a full audit trail of everything that's happened in your workspace. Every transaction change, categorization update, an…”
                  • [probe] “PROBE llms.txt: HTTP 200 at https://docs.kick.co/llms.txt # Kick Docs ## Business Owners - [Kick Docs for Business Owners](https://docs.ki…”
                  proof ↗⚑ flag

                Bank feeds

                1. founderConnect bank and credit-card accounts so transactions import automatically every day

                  weight 3 · round drawn
                  Puzzlefullclaimed7/10

                  Puzzle's docs describe connecting bank/credit-card accounts and third-party sources (Brex, Ramp, Stripe) with automated categorization (98% categorized) and reconciliation workflows, which directly supports the daily-import banking-reconciliation story (puzzle-docs-29, -15, -14, -13, -18, -19). However, there's no explicit statement about daily import cadence or independent verification of reliability. Missing for 10: explicit 'daily auto-sync' language, third-party/hands-on confirmation of import frequency and accuracy.

                  • [claimed-docs] “performing a reconciliation is the best way to ensure every single transaction is accounted for and matches your bank statement exactly—givi…”
                  • [claimed-docs] “98% transactions categorized When you connect Brex with Puzzle”
                  • [claimed-docs] “2x faster to close books When you connect Ramp with Puzzle”
                  • [claimed-docs] “3 min to reconcile revenue When you connect Stripe with Puzzle”
                  • [claimed-docs] “Up to 98% auto-categorization”
                  • [claimed-docs] “Puzzle customers who fully onboard and connect supported integrations can reduce the time required to complete their monthly close by 50% or…”
                  proof ↗⚑ flag
                  Kickfullclaimed7/10

                  Kick's docs confirm bank/credit-card connection via Plaid with automatic transaction sync ('every transaction in Kick comes from a bank feed or an import'), AI categorization triggered 'when transactions sync into Kick', and a PDF/CSV fallback for institutions Plaid doesn't cover. This clearly delivers the core capability, though the exact 'daily' cadence isn't explicitly stated and there's no independent/hands-on corroboration of sync reliability. Missing for 10: explicit statement of daily sync frequency, independent verification of import reliability.

                  • [claimed-docs] “"All data transmitted to and from Kick is encrypted in transit using TLS. Data at rest is encrypted using AES-256... Kick connects to your f…”
                  • [claimed-docs] “Upload PDF bank statements or CSVs for institutions not supported by Plaid, or to backfill historical data.”
                  • [claimed-docs] “"Reconciliation is the process of comparing your transactions in Kick against your actual bank or credit card statements to confirm everythi…”
                  • [claimed-docs] “"Kick automatically categorizes your transactions and learns from your changes. When transactions sync into Kick, the AI categorizes approxi…”
                  proof ↗⚑ flag

                Categorization

                1. founderGet automatic categorization suggestions for imported transactions that learn from my corrections

                  weight 2 · round to Kick
                  Puzzlepartialclaimed6/10

                  Puzzle clearly ships automatic transaction categorization with high accuracy claims (up to 98%), custom rules, batch categorization, and an 'ask AI' assist button, showing an active categorization engine tied to user-configurable rules. However, there is no explicit documentation describing a feedback loop where the AI model learns from user corrections over time (as opposed to static rules the user manually creates). missing for 10: explicit description of ML/AI learning from user corrections, evidence of improved suggestion accuracy after corrections, independent confirmation of this adaptive behavior.

                  • [claimed-docs] “Creating custom rules”
                  • [claimed-docs] “Batch Categorize Transactions”
                  • [claimed-docs] “Up to 98% auto-categorization”
                  • [claimed-docs] “A user can click on a button and “ask AI” for help in categorizing a transaction —without context switching between tools.”
                  • [claimed-docs] “98% transactions categorized When you connect Brex with Puzzle”
                  proof ↗⚑ flag
                  Kickfullclaimed8/10

                  Kick's docs explicitly state AI auto-categorizes ~97% of transactions on first pass, learns from user corrections, and lets users create Rules that override AI categorization permanently for future matching transactions — directly matching the story's requirement for learning-based categorization suggestions. Confidence gating (low-confidence transactions left uncategorized) further supports a learning/feedback loop. Missing for 10: no independent/hands-on verification of the learning accuracy or how quickly corrections propagate, and no detail on the mechanism (per-vendor vs. global learning).

                  • [claimed-docs] “"Kick automatically categorizes your transactions and learns from your changes. When transactions sync into Kick, the AI categorizes approxi…”
                  • [claimed-docs] “Rules let you tell Kick exactly how to handle specific transactions - overriding AI categorization with your own logic.”
                  proof ↗⚑ flag

                Reconciliation

                1. accountantReconcile each bank account against the ledger with matched, unmatched, and duplicate transactions surfaced for review

                  weight 3 · round to Puzzle
                  Puzzlefullclaimed7/10

                  Puzzle has a dedicated reconciliation feature for bank/credit card accounts explicitly designed to ensure every transaction is accounted for and matches the bank statement (puzzle-docs-29), plus AI Close automates reconciling accounts, reviewing transactions, and surfacing discrepancies (puzzle-docs-24, puzzle-docs-39). This covers the core reconcile-and-surface-for-review workflow an accountant needs. Missing for 10: explicit documentation of distinct 'matched/unmatched/duplicate' transaction states or UI surfacing terminology, and independent/hands-on validation beyond vendor docs.

                  • [claimed-docs] “performing a reconciliation is the best way to ensure every single transaction is accounted for and matches your bank statement exactly—givi…”
                  • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
                  • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
                  proof ↗⚑ flag
                  Kickpartialclaimed6/10

                  Kick's docs describe reconciliation as comparing ledger transactions against bank/credit statements to confirm amounts, dates, and flag missing or duplicate transactions, which aligns with the matched/unmatched/duplicate framing in the story. However, there's no detailed evidence of a dedicated UI that explicitly buckets transactions into 'matched,' 'unmatched,' and 'duplicate' categories for accountant review, nor screenshots or workflow steps showing how discrepancies are resolved. Missing for 10: explicit UI/workflow evidence of distinct matched/unmatched/duplicate views, reconciliation report exports, and independent/hands-on confirmation of the review process.

                  • [claimed-docs] “Reconciliation is the process of comparing your transactions in Kick against your actual bank or credit card statements to confirm everythin…”
                  • [claimed-docs] “"Reconciliation is the process of comparing your transactions in Kick against your actual bank or credit card statements to confirm everythi…”
                  proof ↗⚑ flag

                Bills ap — stories about bills ap in this arenaBills ap

                Stories about bills ap in this arena

                Bill management

                1. accountantCapture vendor bills, route them for approval, and schedule payments from one workflow

                  weight 2 · round to Kick
                  Puzzlenone0/10

                  The evidence pack covers bookkeeping, categorization, close automation, invoicing (AR), and reporting, but contains no mention of vendor bill capture, approval routing, or payment scheduling (AP workflow) anywhere in the docs or help center listings.

                    ⚑ flag
                    Kickpartialclaimed3/10

                    Kick can 'view and manage' bills synced in real time from Ramp or BILL, but the docs explicitly note Kick does not capture bills natively or execute vendor payments itself — it relies on synced data from external AP tools, and there is no documented approval-routing workflow within Kick. Missing for 10: native bill capture/OCR intake, an in-app approval-routing step, and evidence of Kick itself scheduling/executing payments (currently pass-through from Ramp/BILL).

                    • [claimed-docs] “View and manage your bills in Kick, with real-time sync from Ramp or BILL.”
                    • [claimed-docs] “AR and AP run through integrations plus native invoicing: "View invoices synced from Stripe, Mercury, and BILL, and create and send invoices…”
                    proof ↗⚑ flag

                  Payables

                  1. accountantSee accounts payable aging and vendor balances at any point in time

                    weight 2 · round to Kick
                    Puzzlenone0/10

                    The evidence pack covers bookkeeping, categorization, month-end close, invoicing (AR), reconciliation, and reporting exports, but contains no mention of accounts payable, vendor bills, bill tracking, or AP aging reports. Missing for 10: any documentation of a bills/AP module, vendor balance tracking, or an AP aging report feature.

                    • [claimed-docs] “you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats.”
                    • [claimed-docs] “Yes, you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats.”
                    • [claimed-docs] “Puzzle's invoice editor lets you build a professional, branded invoice and see exactly how it will look as you go!”
                    proof ↗⚑ flag
                    Kickpartialclaimed4/10

                    Kick supports AP-adjacent features — viewing and managing bills with real-time sync from Ramp/BILL (kick-docs-13, kick-supp-invoicing-billpay), a real double-entry ledger (kick-supp-journal-entries), and locked periods that keep historical reports stable so numbers can be trusted 'at any point in time' (kick-supp-locks, kick-docs-14). However, there is no explicit documentation of an AP aging report (e.g., 30/60/90-day buckets) or a vendor-balance summary view — only bill list/sync visibility is evidenced. Missing for 10: dedicated AP aging report, vendor balance summary/report, and evidence of historical point-in-time AP snapshots beyond generic locked-period stability.

                    • [claimed-docs] “View and manage your bills in Kick, with real-time sync from Ramp or BILL.”
                    • [claimed-docs] “AR and AP run through integrations plus native invoicing: "View invoices synced from Stripe, Mercury, and BILL, and create and send invoices…”
                    • [claimed-docs] “Kick is a real double-entry ledger: "Every transaction in Kick - whether it came from your bank, a payroll run, or a bill - generates a jour…”
                    • [claimed-docs] “Period locking is documented: "When your accountant finishes reviewing and closing a period, they lock it. A lock protects the finalized boo…”
                    • [claimed-docs] “Reports for locked periods remain accurate and stable.”
                    proof ↗⚑ flag

                  Close collaboration — stories about close collaboration in this arenaClose collaboration

                  Stories about close collaboration in this arena

                  Close process

                  1. accountantLock closed periods so prior-period numbers cannot change without an explicit reopening

                    weight 2 · round to Kick
                    Puzzlenone0/10

                    The evidence covers AI-assisted month-end close, reconciliation, and journal entry reversals, but nowhere mentions locking closed periods or requiring an explicit reopening step to prevent prior-period changes. This is a standard, applicable accounting-software axis, but no documentation or community evidence confirms it exists in Puzzle.

                      ⚑ flag
                      Kickfullclaimed9/10

                      Kick documents explicit period locking: an accountant locks a period after review, which 'protects the finalized books for that period from being changed - by anyone, including you,' and locked-period reports 'remain accurate and stable,' implying reopening is required for changes. This directly matches the accountant story of preventing prior-period edits without explicit reopening. Missing for 10: explicit documentation of the reopening workflow/permissions and independent/hands-on confirmation beyond vendor docs.

                      • [claimed-docs] “Period locking is documented: "When your accountant finishes reviewing and closing a period, they lock it. A lock protects the finalized boo…”
                      • [claimed-docs] “Reports for locked periods remain accurate and stable.”
                      proof ↗⚑ flag

                    • accountantRun a month-end close against a checklist that tracks reconciliations, accruals, and review sign-offs

                      weight 3 · round drawn
                      Puzzlepartialclaimed5/10

                      Puzzle's 'AI Close' explicitly automates month-end close by reconciling accounts, reviewing transactions, and surfacing discrepancies (puzzle-docs-24/39), and separate reconciliation docs describe matching bank/credit card transactions (puzzle-docs-29). Cash and accrual accounting are supported (puzzle-docs-20), but there's no evidence of a structured checklist UI, accrual-specific tasks, or multi-person review/sign-off workflow tracking. Missing for 10: explicit checklist/task-list feature, accrual entry tracking, and reviewer sign-off/approval workflow evidence.

                      • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
                      • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
                      • [claimed-docs] “performing a reconciliation is the best way to ensure every single transaction is accounted for and matches your bank statement exactly—givi…”
                      • [claimed-docs] “Cash **_and_** accrual accounting”
                      • [claimed-docs] “Month-End close with AI Close”
                      proof ↗⚑ flag
                      Kickpartialclaimed5/10

                      Kick documents core close primitives — reconciliation against bank statements, period locks that finalize books, an audit trail of activity/AI actions, and rules/categorization workflows — which together support month-end close discipline. However, there is no evidence of a dedicated checklist feature tracking accruals as discrete tasks, formal review sign-off workflows, or a consolidated close-status dashboard for accountants. Missing for 10: a documented month-end checklist UI, explicit accrual task tracking, and formal sign-off/approval steps beyond simple period locking.

                      • [claimed-docs] “"Reconciliation is the process of comparing your transactions in Kick against your actual bank or credit card statements to confirm everythi…”
                      • [claimed-docs] “Period locking is documented: "When your accountant finishes reviewing and closing a period, they lock it. A lock protects the finalized boo…”
                      • [claimed-docs] “"The Activity tab is a full audit trail of everything that's happened in your workspace. Every transaction change, categorization update, an…”
                      • [claimed-docs] “Rules let you tell Kick exactly how to handle specific transactions - overriding AI categorization with your own logic.”
                      • [claimed-docs] “"Kick sets up a standard Chart of Accounts when you create your workspace, and you or your accountant can adjust it from there: adding, rena…”
                      proof ↗⚑ flag

                    Collaboration

                    1. founderInvite my external accountant or bookkeeper with role-scoped access to review and adjust the books

                      weight 3 · round to Kick
                      Puzzlenone0/10

                      Puzzle markets an accountant-facing page (migration, real-time reports, startup metrics) but no evidence describes actual user invitation, permission levels, or role-scoped access controls for external collaborators. Missing for 10: explicit invite flow, role/permission settings, and any documentation of accountant-specific access restrictions.

                      • [claimed-docs] “Migrate from QuickBooks without lifting a finger or losing your client's data”
                      • [claimed-docs] “Instantly see startup metrics like ARR, burn, & runway”
                      • [claimed-docs] “Get real-time financial reports with one click”
                      proof ↗⚑ flag
                      Kickfullclaimed8/10

                      Kick explicitly supports role-based access control ('you decide exactly who can see and do what'), lock periods where an accountant can finalize and lock books against changes, a full audit trail of workspace activity, and a dedicated Tax Package/accountant workflow with a marketed accountants page — together enabling a founder to invite an external accountant with scoped access to review/adjust books. Missing for 10: no explicit documentation of granular invite flow or specific role types (e.g., 'accountant' vs 'bookkeeper' role names) and no independent/hands-on confirmation of the invite UX.

                      • [claimed-docs] “Kick uses role-based access control so you decide exactly who can see and do what in your workspace.”
                      • [claimed-docs] “Period locking is documented: "When your accountant finishes reviewing and closing a period, they lock it. A lock protects the finalized boo…”
                      • [claimed-docs] “"The Activity tab is a full audit trail of everything that's happened in your workspace. Every transaction change, categorization update, an…”
                      • [claimed-docs] “The Tax Package generates a single Excel file with everything your accountant or tax preparer needs to file your taxes - no manual exports, …”
                      • [claimed-docs] “We pivoted off QBO completely, and our team now outputs 10x what we used to without adding a single headcount.”
                      • [claimed-docs] “Reports for locked periods remain accurate and stable.”
                      proof ↗⚑ flag

                    Integrations data — stories about integrations data in this arenaIntegrations data

                    Stories about integrations data in this arena

                    Data access

                    1. developerPull the full general ledger and trial balance through a documented API in open formats

                      weight 3 · round to Puzzle
                      Puzzlepartialprobed4/10

                      Puzzle documents that users can export a full general ledger and financial statements (cash or accrual) in Excel, CSV, and PDF (open formats), and separately references an API 'architected for deep platform-to-platform integrations,' but no evidence ties GL/trial-balance export specifically to the documented API — exports appear to be a UI feature, and probes for OpenAPI/API docs (openapi.json, swagger.json) all returned 404, suggesting no publicly discoverable API reference. Missing for 10: explicit API endpoint/documentation for pulling GL and trial balance, confirmation of trial balance as a report type, and a working/discoverable OpenAPI spec.

                      • [claimed-docs] “you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats.”
                      • [claimed-docs] “you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats”
                      • [claimed-docs] “Yes, you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats.”
                      • [claimed-docs] “Our API was originally architected for deep platform-to-platform integrations.”
                      • [probe] “PROBE openapi: all candidate paths 404 (https://help.puzzle.io/openapi.json, https://help.puzzle.io/swagger.json, https://help.puzzle.io/api…”
                      proof ↗⚑ flag
                      Kicknone0/10

                      Kick documents a real double-entry ledger, chart of accounts, and journal entries, but there is no evidence of a documented API for exporting the general ledger or trial balance in open formats — the openapi probe returned 404s on all candidate endpoints, and the only 'API'-like surfaces found are a GitBook docs-search MCP server and Google Sheets AI integration, neither of which expose ledger/GL data programmatically.

                      • [probe] “PROBE openapi: all candidate paths 404 (https://docs.kick.co/openapi.json, https://docs.kick.co/swagger.json, https://docs.kick.co/api/opena…”
                      • [claimed-docs] “Kick is a real double-entry ledger: "Every transaction in Kick - whether it came from your bank, a payroll run, or a bill - generates a jour…”
                      • [claimed-docs] “"Kick sets up a standard Chart of Accounts when you create your workspace, and you or your accountant can adjust it from there: adding, rena…”
                      • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
                      • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
                      • [claimed-docs] “The documented AI workflow routes through Google Sheets: "Use Gemini, Claude, or ChatGPT on live Kick report data in Google Sheets... Your K…”
                      proof ↗⚑ flag

                    Integrations

                    1. founderConnect my banking, payments, and payroll systems so their activity flows into the ledger automatically

                      weight 2 · round to Kick
                      Puzzlepartialclaimed6/10

                      Puzzle documents direct connections to banking/payment platforms like Stripe, Ramp, and Brex with concrete automation stats (transaction categorization, faster close, revenue reconciliation) and general bank/credit card reconciliation flows, showing banking and payments activity flows into the ledger automatically. However, no evidence names a payroll system integration (e.g., Gusto, Rippling) or shows payroll data flowing into the ledger. Missing for 10: explicit payroll system integrations, independent/hands-on confirmation of banking+payroll auto-sync working end-to-end.

                      • [claimed-docs] “3 min to reconcile revenue When you connect Stripe with Puzzle”
                      • [claimed-docs] “2x faster to close books When you connect Ramp with Puzzle”
                      • [claimed-docs] “98% transactions categorized When you connect Brex with Puzzle”
                      • [claimed-docs] “Is my revenue automatically ASC 606 compliant in Puzzle?”
                      • [claimed-docs] “performing a reconciliation is the best way to ensure every single transaction is accounted for and matches your bank statement exactly—givi…”
                      • [claimed-docs] “Our API was originally architected for deep platform-to-platform integrations.”
                      proof ↗⚑ flag
                      Kickfullclaimed8/10

                      Kick connects banking via Plaid (with manual PDF/CSV backfill for unsupported institutions), syncs payment/invoicing data from Stripe, Mercury, Ramp, and BILL, and posts payroll runs directly as journal entries into a real double-entry ledger with automated AI categorization. missing for 10: explicit named payroll provider integrations (e.g., Gusto/Rippling) beyond the generic 'payroll run' mention, and independent third-party corroboration beyond Kick's own docs.

                      • [claimed-docs] “Upload PDF bank statements or CSVs for institutions not supported by Plaid, or to backfill historical data.”
                      • [claimed-docs] “View invoices synced from Stripe, Mercury, and BILL, and create and send invoices directly from Kick.”
                      • [claimed-docs] “View and manage your bills in Kick, with real-time sync from Ramp or BILL.”
                      • [claimed-docs] “Kick is a real double-entry ledger: "Every transaction in Kick - whether it came from your bank, a payroll run, or a bill - generates a jour…”
                      • [claimed-docs] “"Kick automatically categorizes your transactions and learns from your changes. When transactions sync into Kick, the AI categorizes approxi…”
                      • [claimed-docs] “AR and AP run through integrations plus native invoicing: "View invoices synced from Stripe, Mercury, and BILL, and create and send invoices…”
                      proof ↗⚑ flag

                    Migration

                    1. founderMigrate historical books from another accounting system without losing transaction detail

                      weight 1 · round to Puzzle
                      Puzzlefullclaimed6/10

                      Puzzle explicitly markets QuickBooks migration ('Migrate from QuickBooks without lifting a finger or losing your client's data', 'Switch in minutes. Free migration.'), directly addressing historical books migration without data loss for founders switching accounting systems. Missing for 10: independent/hands-on verification of transaction-level fidelity during migration, detail on which source systems beyond QuickBooks are supported, and documented handling of complex historical data edge cases (multi-entity, custom categories).

                      • [claimed-docs] “Migrate from QuickBooks without lifting a finger or losing your client's data”
                      • [claimed-docs] “Switch in minutes. Free migration.”
                      proof ↗⚑ flag
                      Kickpartialclaimed5/10

                      Kick documents CSV/PDF backfill for historical data and offers a paid 'Advanced' tier with dedicated 'migration support,' plus a customer testimonial about switching off QBO — suggesting migration is a supported workflow. However, there's no documentation of how transaction-level detail, historical journal entries, or opening balances are preserved during a full accounting-system migration. Missing for 10: detailed migration/import methodology, evidence of transaction-level fidelity (e.g., historical journal entries, categorization history) surviving migration, and independent corroboration beyond one testimonial.

                      • [claimed-docs] “Upload PDF bank statements or CSVs for institutions not supported by Plaid, or to backfill historical data.”
                      • [claimed-docs] “We pivoted off QBO completely, and our team now outputs 10x what we used to without adding a single headcount.”
                      • [claimed-docs] “Published plan table: "Free — $0/mo — 1 entity, up to 250 transactions/year, core features; Basic — $40/mo — 1 entity, unlimited transaction…”
                      proof ↗⚑ flag

                    Invoicing ar — stories about invoicing ar in this arenaInvoicing ar

                    Stories about invoicing ar in this arena

                    Invoicing

                    1. founderCreate and send invoices with online payment options and see when they are viewed and paid

                      weight 3 · round to Kick
                      Puzzlepartialclaimed4/10

                      Puzzle has a documented invoice creation/customization feature with live preview and branded PDFs/emails (puzzle-docs-28, 40, 47), but there is no evidence of built-in online payment collection or of invoice view/paid status tracking, which are core parts of this story. Missing for 10: online payment processing integration for invoices, and view/paid status notifications or dashboards.

                      • [claimed-docs] “The editor opens in a split view: the form on the left, a live preview on the right that updates as you type — so you always know what your …”
                      • [claimed-docs] “Puzzle's invoice editor lets you build a professional, branded invoice and see exactly how it will look as you go!”
                      • [claimed-docs] “Adding your logo and brand color takes just a few steps and applies everywhere your invoice appears — the live preview, downloaded PDFs, and…”
                      proof ↗⚑ flag
                      Kickpartialclaimed5/10

                      Kick lets founders create and send invoices directly and also view invoices synced from Stripe, Mercury, and BILL, giving AR visibility; but the docs describe invoicing as largely a sync/view layer for AR (no native online payment collection is documented, and there's no mention of payment-status tracking like 'viewed' or 'paid' timestamps within Kick itself — that likely happens on the connected platform, not in Kick). missing for 10: documented online payment collection built into Kick-issued invoices, and explicit view/paid status tracking or notifications within Kick's own invoicing UI.

                      • [claimed-docs] “View invoices synced from Stripe, Mercury, and BILL, and create and send invoices directly from Kick.”
                      • [claimed-docs] “AR and AP run through integrations plus native invoicing: "View invoices synced from Stripe, Mercury, and BILL, and create and send invoices…”
                      proof ↗⚑ flag

                    2. founderSet up recurring invoices and automatic payment reminders for overdue customers

                      weight 2 · round drawn
                      Puzzlenone0/10

                      Evidence confirms Puzzle has an invoice creation/customization editor (branding, live preview) but no documentation mentions recurring/scheduled invoices or automatic overdue payment reminders. Missing for 10: any mention of recurring invoice scheduling, dunning/reminder automation, or overdue-tracking workflows.

                      • [claimed-docs] “The editor opens in a split view: the form on the left, a live preview on the right that updates as you type — so you always know what your …”
                      • [claimed-docs] “Puzzle's invoice editor lets you build a professional, branded invoice and see exactly how it will look as you go!”
                      • [claimed-docs] “Adding your logo and brand color takes just a few steps and applies everywhere your invoice appears — the live preview, downloaded PDFs, and…”
                      proof ↗⚑ flag
                      Kicknone0/10

                      Kick's docs confirm basic invoicing (viewing synced invoices from Stripe/Mercury/BILL, and creating/sending invoices directly from Kick) but there is no mention anywhere in the evidence of recurring/repeating invoice schedules or automated overdue-payment reminders. missing for 10: recurring invoice scheduling, automatic overdue payment reminder/dunning workflow.

                      • [claimed-docs] “View invoices synced from Stripe, Mercury, and BILL, and create and send invoices directly from Kick.”
                      • [claimed-docs] “AR and AP run through integrations plus native invoicing: "View invoices synced from Stripe, Mercury, and BILL, and create and send invoices…”
                      proof ↗⚑ flag

                    Receivables

                    1. accountantTrack accounts receivable with aging reports and per-customer balances

                      weight 2 · round to Kick
                      Puzzlepartialclaimed3/10

                      Puzzle documents invoice creation/customization (docs-28, docs-40, docs-47) and general ledger/financial statement exports (docs-26, docs-37, docs-45), which are adjacent to AR tracking, but no evidence explicitly describes an aging report or per-customer balance view. missing for 10: explicit AR aging report feature, per-customer balance/statement view, documentation tying invoicing to AR tracking workflows.

                      • [claimed-docs] “The editor opens in a split view: the form on the left, a live preview on the right that updates as you type — so you always know what your …”
                      • [claimed-docs] “Puzzle's invoice editor lets you build a professional, branded invoice and see exactly how it will look as you go!”
                      • [claimed-docs] “Adding your logo and brand color takes just a few steps and applies everywhere your invoice appears — the live preview, downloaded PDFs, and…”
                      • [claimed-docs] “you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats.”
                      • [claimed-docs] “you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats”
                      proof ↗⚑ flag
                      Kickpartialclaimed5/10

                      Kick supports AR via invoices synced from Stripe/Mercury/BILL and native invoice creation (kick-docs-12, kick-supp-invoicing-billpay), and the Plus plan advertises 'AR & AP' as a feature (kick-supp-pricing), implying some balance tracking exists. However, there is no documented aging report, no explicit per-customer balance/statement view, and AR appears to depend on synced platforms rather than a dedicated native AR module. Missing for 10: documented aging reports (30/60/90-day buckets), per-customer balance ledger or statement view, and any hands-on/independent confirmation of AR reporting depth.

                      • [claimed-docs] “View invoices synced from Stripe, Mercury, and BILL, and create and send invoices directly from Kick.”
                      • [claimed-docs] “AR and AP run through integrations plus native invoicing: "View invoices synced from Stripe, Mercury, and BILL, and create and send invoices…”
                      • [claimed-docs] “Published plan table: "Free — $0/mo — 1 entity, up to 250 transactions/year, core features; Basic — $40/mo — 1 entity, unlimited transaction…”
                      proof ↗⚑ flag

                    Ledger coa — stories about ledger coa in this arenaLedger coa

                    Stories about ledger coa in this arena

                    Ai ledger

                    1. ai-native userHave an agent draft and post journal entries via the API and leave them in a review queue for my accountant

                      weight 3 · round to Puzzle
                      Puzzlepartialclaimed4/10

                      Puzzle's API supports platform-to-platform integration and journal entries can be created/edited/imported (docs-42, docs-43, docs-31/35), and AI Close uses agents to reconcile and 'review transactions' (docs-24/39), suggesting some agent-assisted, human-reviewed workflow exists. However, there is no documented API endpoint or feature specifically for an agent to draft a journal entry and place it into a distinct 'review queue' state pending accountant approval — the evidence only shows batch/manual entry creation and general AI-close reconciliation, not a draft-and-queue mechanism. Missing for 10: explicit API support for draft/pending journal entry status, a documented review-queue or approval workflow accessible to accountants, and confirmation that AI-drafted entries route through this queue rather than posting directly.

                      • [claimed-docs] “Our API was originally architected for deep platform-to-platform integrations.”
                      • [claimed-docs] “Need to post more than one manual journal entry at a time? Instead of adding them one by one, you can upload a batch of entries all at once …”
                      • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
                      • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
                      • [claimed-docs] “Puzzle automatically creates a voiding (reversing) journal entry for the original and posts a new entry reflecting your changes.”
                      • [claimed-docs] “Puzzle automatically creates a voiding (reversing) journal entry for the original and posts a new entry reflecting your changes”
                      proof ↗⚑ flag
                      Kicknone0/10

                      Kick documents journal entries, categorization confidence-gating, rules, and period locks, but there is no evidence of a public API/SDK for agents to draft or post journal entries programmatically, nor any 'review queue' workflow exposed via API. The only discovered API-like surface is a GitBook docs-search MCP endpoint (docs only, not ledger actions), and explicit probes for an OpenAPI spec returned 404s.

                      • [claimed-docs] “Kick is a real double-entry ledger: "Every transaction in Kick - whether it came from your bank, a payroll run, or a bill - generates a jour…”
                      • [probe] “PROBE openapi: all candidate paths 404 (https://docs.kick.co/openapi.json, https://docs.kick.co/swagger.json, https://docs.kick.co/api/opena…”
                      • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
                      • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
                      proof ↗⚑ flag

                    Chart of accounts

                    1. accountantCustomize the chart of accounts with account types, sub-accounts, and class or tag dimensions

                      weight 3 · round drawn
                      Puzzlepartialclaimed6/10

                      Puzzle docs confirm chart-of-accounts customization via bulk CSV upload/edit and a flexible Classes dimension with unlimited groups, supporting tag/class-based segmentation. However there's no explicit evidence of configuring account types or creating sub-accounts within the CoA structure. Missing for 10: explicit sub-account hierarchy support, account-type customization details, independent/hands-on corroboration.

                      • [claimed-docs] “If you need to bulk add or edit your Chart of Accounts in Puzzle, you can do so by uploading a CSV file directly from your Company Settings.”
                      • [claimed-docs] “a user can create an unlimited number of Groups for Classes”
                      proof ↗⚑ flag
                      Kickpartialclaimed6/10

                      Docs confirm a standard Chart of Accounts that accountants can add/rename/restructure, and pricing explicitly lists 'classes' as a Plus-tier dimension feature, supporting class-based tagging. However there is no explicit documentation of sub-account/parent-child hierarchies or generic 'tag' dimensions beyond classes, and account-type customization is only implied by 'restructuring' rather than detailed. Missing for 10: explicit sub-account nesting support, explicit account-type editing controls, and tag (non-class) dimension documentation.

                      • [claimed-docs] “"Kick sets up a standard Chart of Accounts when you create your workspace, and you or your accountant can adjust it from there: adding, rena…”
                      • [claimed-docs] “Published plan table: "Free — $0/mo — 1 entity, up to 250 transactions/year, core features; Basic — $40/mo — 1 entity, unlimited transaction…”
                      proof ↗⚑ flag

                    Journal entries

                    1. accountantPost manual journal entries with balanced debits, credits, and supporting memos

                      weight 3 · round to Puzzle
                      Puzzlepartialclaimed7/10

                      Puzzle explicitly supports posting manual journal entries, including bulk CSV import for multiple entries and automatic reversing entries when editing an existing entry, indicating standard double-entry JE functionality with edit history. However, there is no explicit documentation confirming enforced debit/credit balancing validation or a dedicated memo/notes field on entries. missing for 10: explicit debit=credit validation, documented memo/description field support.

                      • [claimed-docs] “Puzzle automatically creates a voiding (reversing) journal entry for the original and posts a new entry reflecting your changes.”
                      • [claimed-docs] “Puzzle automatically creates a voiding (reversing) journal entry for the original and posts a new entry reflecting your changes”
                      • [claimed-docs] “Need to post more than one manual journal entry at a time? Instead of adding them one by one, you can upload a batch of entries all at once …”
                      • [claimed-docs] “If you need to bulk add or edit your Chart of Accounts in Puzzle, you can do so by uploading a CSV file directly from your Company Settings.”
                      proof ↗⚑ flag
                      Kickpartialclaimed5/10

                      Kick documents a genuine double-entry ledger where every transaction generates a journal entry with debit/credit sides, plus a chart of accounts accountants can adjust, supporting the underlying ledger mechanics. However, the evidence describes journal entries as system-generated from transactions/payroll/bills, not explicit manual entry creation by an accountant with supporting memos. Missing for 10: explicit documentation of manually creating/posting a journal entry, memo/description fields on manual entries, and confirmation entries must balance before posting.

                      • [claimed-docs] “Kick is a real double-entry ledger: "Every transaction in Kick - whether it came from your bank, a payroll run, or a bill - generates a jour…”
                      • [claimed-docs] “"Kick sets up a standard Chart of Accounts when you create your workspace, and you or your accountant can adjust it from there: adding, rena…”
                      • [claimed-docs] “Period locking is documented: "When your accountant finishes reviewing and closing a period, they lock it. A lock protects the finalized boo…”
                      proof ↗⚑ flag

                    Multi entity audit — stories about multi entity audit in this arenaMulti entity audit

                    Stories about multi entity audit in this arena

                    Ai audit

                    1. ai-native userHave an agent monitor the ledger and flag anomalies in spend or duplicate transactions before the close

                      weight 3 · round to Puzzle
                      Puzzlefullclaimed7/10

                      Puzzle's AI Close feature explicitly uses AI agents to 'reconcile accounts, review transactions, and surface discrepancies' as part of the month-end close workflow, directly matching the anomaly-flagging story, and reconciliation docs confirm matching transactions against bank statements to catch mismatches. Missing for 10: explicit mention of duplicate-transaction detection specifically, and independent/hands-on corroboration beyond vendor docs.

                      • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
                      • [claimed-docs] “AI Close helps you automate and accelerate your month-end process using AI agents to reconcile accounts, review transactions, and surface di…”
                      • [claimed-docs] “Month-End close with AI Close”
                      • [claimed-docs] “performing a reconciliation is the best way to ensure every single transaction is accounted for and matches your bank statement exactly—givi…”
                      proof ↗⚑ flag
                      Kickpartialclaimed5/10

                      Kick's reconciliation workflow explicitly checks for missing/duplicate transactions before close, and AI categorization has confidence-gating that flags low-confidence transactions for manual review, with all actions logged in a full audit trail — covering pieces of anomaly detection. However, there's no documented feature where an agent proactively/continuously monitors the ledger and surfaces anomaly or duplicate alerts ahead of close; the AI-agent angle is limited to external LLMs reasoning over exported Sheets report data, not a native monitoring agent. Missing for 10: a dedicated automated agent/alerting workflow for anomaly and duplicate detection tied to close, and evidence of proactive (vs. manual/scheduled) flagging.

                      • [claimed-docs] “"Reconciliation is the process of comparing your transactions in Kick against your actual bank or credit card statements to confirm everythi…”
                      • [claimed-docs] “"Kick automatically categorizes your transactions and learns from your changes. When transactions sync into Kick, the AI categorizes approxi…”
                      • [claimed-docs] “"The Activity tab is a full audit trail of everything that's happened in your workspace. Every transaction change, categorization update, an…”
                      • [claimed-docs] “Your Kick reports land as live spreadsheet data in your workbook, so Gemini, Claude, or ChatGPT can read and reason over them.”
                      • [claimed-docs] “The documented AI workflow routes through Google Sheets: "Use Gemini, Claude, or ChatGPT on live Kick report data in Google Sheets... Your K…”
                      proof ↗⚑ flag

                    Audit trail

                    1. accountantSee a complete audit trail of who changed what and when across the entire ledger

                      weight 3 · round to Kick
                      Puzzlenone0/10

                      No evidence describes an audit trail, change log, or user-attributed history of edits across the ledger. The closest related item (docs-31/35) only shows that editing a journal entry creates a reversing entry rather than in-place edits, which is not the same as a queryable audit trail of who changed what and when.

                        ⚑ flag
                        Kickfullclaimed8/10

                        Kick documents a full Activity tab audit trail logging every transaction change, categorization update, and sync event with timestamp and actor (including AI agent actions), plus period locks that prevent retroactive changes to closed periods and RBAC to control who can act. This directly covers who-changed-what-when across the ledger, including multi-entity workspaces. Missing for 10: no independent/hands-on corroboration of the audit trail in practice, no detail on exporting/filtering audit logs for compliance review, and no explicit confirmation the trail spans across all entities in a multi-entity workspace simultaneously.

                        • [claimed-docs] “"The Activity tab is a full audit trail of everything that's happened in your workspace. Every transaction change, categorization update, an…”
                        • [claimed-docs] “The Activity tab is a full audit trail of everything that's happened in your workspace.”
                        • [claimed-docs] “Period locking is documented: "When your accountant finishes reviewing and closing a period, they lock it. A lock protects the finalized boo…”
                        • [claimed-docs] “Reports for locked periods remain accurate and stable.”
                        • [claimed-docs] “Kick uses role-based access control so you decide exactly who can see and do what in your workspace.”
                        • [claimed-docs] “If you own more than one business, or have a holding company structure, Kick lets you manage all your entities from a single workspace.”
                        proof ↗⚑ flag

                      Multi entity

                      1. accountantManage multiple legal entities and produce consolidated financials across them

                        weight 2 · round drawn
                        Puzzlepartialclaimed5/10

                        Puzzle explicitly supports managing multiple companies/entities under one login, and documents a Joiin integration specifically for 'Multi-Entity Reporting', showing entity management and a path to consolidated reporting exist. However, true consolidated financials appear to require a third-party integration (Joiin) rather than a native consolidation engine, and there's no evidence of native cross-entity elimination, intercompany accounting, or a built-in consolidated financial statement generator. Missing for 10: native consolidation/elimination features, evidence of intercompany transaction handling, and independent confirmation the Joiin integration fully satisfies audit-grade consolidated reporting.

                        • [claimed-docs] “Puzzle supports managing multiple companies (entities) under one login.”
                        • [claimed-docs] “Puzzle supports managing **multiple companies (entities)** under one login.”
                        • [claimed-docs] “Puzzle + Joiin Integration: Multi-Entity Reporting”
                        proof ↗⚑ flag
                        Kickpartialclaimed5/10

                        Kick documents multi-entity management from a single workspace, including cross-entity expense splitting (kick-docs-5, kick-docs-6), and pricing tiers explicitly support 'unlimited entities' (kick-supp-pricing). However, there is no explicit documentation of consolidated financial statements or roll-up reporting across entities—only per-entity management and transaction splitting are described. Missing for 10: explicit consolidated P&L/Balance Sheet reporting across entities, evidence of a consolidation feature or combined financial statement output.

                        • [claimed-docs] “If you own more than one business, or have a holding company structure, Kick lets you manage all your entities from a single workspace.”
                        • [claimed-docs] “For expenses shared across businesses - like rent, software, or insurance - you can split a single transaction across multiple entities by a…”
                        • [claimed-docs] “Published plan table: "Free — $0/mo — 1 entity, up to 250 transactions/year, core features; Basic — $40/mo — 1 entity, unlimited transaction…”
                        proof ↗⚑ flag

                      Openness — open source, data portability, and self-hosting storiesOpenness

                      Open source, data portability, and self-hosting stories

                      1. ai-native userDo everything through the API that I can do in the UI

                        weight 2 · round to Puzzle
                        Puzzlepartialprobed3/10

                        Puzzle exposes an API for embedded accounting and bookkeeping data (puzzle-docs-1, puzzle-docs-42) plus CSV/journal bulk import tools, but there is no documentation claiming or demonstrating that every UI action (invoicing, reconciliation, categorization rules, AI Close workflows) is exposed via the API, and a probe for an OpenAPI/swagger spec returned 404s, suggesting the API surface is not fully public or documented. missing for 10: explicit API-UI parity documentation, public OpenAPI spec, evidence of invoice creation/reconciliation/AI Close being API-accessible.

                        • [claimed-docs] “With Puzzle's Embedded Accounting—powered by our API, your platform gets automated AI bookkeeping, real-time financial insights, and a clean…”
                        • [claimed-docs] “Our API was originally architected for deep platform-to-platform integrations.”
                        • [claimed-docs] “Need to post more than one manual journal entry at a time? Instead of adding them one by one, you can upload a batch of entries all at once …”
                        • [claimed-docs] “If you need to bulk add or edit your Chart of Accounts in Puzzle, you can do so by uploading a CSV file directly from your Company Settings.”
                        • [probe] “PROBE openapi: all candidate paths 404 (https://help.puzzle.io/openapi.json, https://help.puzzle.io/swagger.json, https://help.puzzle.io/api…”
                        proof ↗⚑ flag
                        Kicknone0/10

                        Evidence shows no general Kick API: OpenAPI/swagger probes all 404'd, the only MCP endpoint found is a GitBook docs-search server explicitly noted to serve documentation, not Kick account data or ledger actions, and the AI workflow route is one-directional Google Sheets report export (with limited spreadsheet write-back, not writing into Kick). There is no evidence of programmatic access to core UI actions like categorization, reconciliation, invoicing, or entity management.

                        • [probe] “PROBE openapi: all candidate paths 404 (https://docs.kick.co/openapi.json, https://docs.kick.co/swagger.json, https://docs.kick.co/api/opena…”
                        • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
                        • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
                        • [claimed-docs] “The documented AI workflow routes through Google Sheets: "Use Gemini, Claude, or ChatGPT on live Kick report data in Google Sheets... Your K…”
                        • [claimed-docs] “AR and AP run through integrations plus native invoicing: "View invoices synced from Stripe, Mercury, and BILL, and create and send invoices…”
                        proof ↗⚑ flag

                      2. ai-native userExport all of my data in open formats and leave

                        weight 3 · round to Puzzle
                        Puzzlepartialclaimed7/10

                        Puzzle documents exporting a full general ledger and financial statements in open formats (Excel, CSV, PDF) for both cash and accrual basis, which supports the core 'export and leave' requirement for financial data. missing for 10: evidence of exporting full account configuration/rules/invoice templates/all metadata, independent user corroboration of the export process, and no explicit data-portability/deletion guarantee.

                        • [claimed-docs] “you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats.”
                        • [claimed-docs] “you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats”
                        • [claimed-docs] “Yes, you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats.”
                        proof ↗⚑ flag
                        Kickpartialclaimed3/10

                        Kick offers some export surfaces — a Tax Package that bundles reports into a single Excel file and live Google Sheets sync of reports for AI tools to read — but there is no documented capability to export the full ledger/transactions/journal entries in bulk open formats (CSV/JSON) or a documented account-closure/migration export process; 'migration support' is only mentioned as a paid Advanced-tier perk with no detail. missing for 10: full-data export (transactions, journal entries, chart of accounts) in open formats, documented account closure/migration workflow, evidence of independent/hands-on export testing.

                        • [claimed-docs] “The Tax Package generates a single Excel file with everything your accountant or tax preparer needs to file your taxes - no manual exports, …”
                        • [claimed-docs] “The documented AI workflow routes through Google Sheets: "Use Gemini, Claude, or ChatGPT on live Kick report data in Google Sheets... Your K…”
                        • [claimed-docs] “Published plan table: "Free — $0/mo — 1 entity, up to 250 transactions/year, core features; Basic — $40/mo — 1 entity, unlimited transaction…”
                        • [claimed-docs] “Upload PDF bank statements or CSVs for institutions not supported by Plaid, or to backfill historical data.”
                        proof ↗⚑ flag

                      3. ai-native userSelf-host the core product

                        weight 3 · round drawn
                        Puzzlenone0/10

                        Puzzle is presented entirely as a cloud-hosted SaaS accounting platform with an API and MCP integration; there is no mention anywhere in the evidence of an on-premise or self-hosted deployment option, open-source release, or self-hosting documentation.

                          ⚑ flag
                          Kicknone0/10

                          Kick is presented purely as a hosted SaaS accounting platform with tiered cloud pricing plans; nothing in the evidence pack mentions an on-premise, open-source, or self-hosted deployment option.

                          • [claimed-docs] “Published plan table: "Free — $0/mo — 1 entity, up to 250 transactions/year, core features; Basic — $40/mo — 1 entity, unlimited transaction…”
                          proof ↗⚑ flag

                        Privacy posture — data-handling and privacy storiesPrivacy posture

                        Data-handling and privacy stories

                        1. ai-native userChoose where my data is stored (region/residency)

                          weight 2 · round drawn
                          Puzzlenone0/10

                          No evidence pack item mentions data residency, regional storage options, or any control over where customer data is hosted; Puzzle is an accounting SaaS and this is a fair question for a data platform, but nothing documents such a capability.

                            ⚑ flag
                            Kicknone0/10

                            Kick's evidence pack (security, pricing, integrations, multi-entity docs) never mentions data residency options, regional storage selection, or geographic data controls; only generic encryption-in-transit/at-rest claims are documented.

                            • [claimed-docs] “"All data transmitted to and from Kick is encrypted in transit using TLS. Data at rest is encrypted using AES-256... Kick connects to your f…”
                            proof ↗⚑ flag

                          • ai-native userPrevent my data from being used to train AI models

                            weight 3 · round drawn
                            Puzzlenone0/10

                            No evidence in the pack addresses data-training opt-out, privacy policy commitments, or AI model training exclusions for Puzzle's data; the evidence only covers accounting/AI-bookkeeping features.

                              ⚑ flag
                              Kicknone0/10

                              Kick's evidence covers security (encryption, RBAC, audit trail) and AI-based categorization, but there is no documentation of an opt-out for AI/model training on user data, no privacy policy excerpt, and no data-usage/training statement of any kind.

                                ⚑ flag

                              • ai-native userControl data retention and deletion

                                weight 2 · round drawn
                                Puzzlenone0/10

                                No evidence pack items address data retention policies, deletion controls, or data lifecycle management for user/financial data; the evidence covers accounting features, AI Close, exports, and MCP integration but nothing on retention/deletion controls.

                                  ⚑ flag
                                  Kicknone0/10

                                  The evidence covers encryption, RBAC, and audit trails but contains no mention of data retention policies, data export, or account/data deletion controls that a user could invoke. Nothing addresses this axis at all, so it applies but is unaddressed.

                                    ⚑ flag

                                  • ai-native userOpt out of telemetry and usage tracking

                                    weight 2 · round drawn
                                    Puzzlenone0/10

                                    No evidence in the pack mentions telemetry, usage tracking, opt-out settings, or privacy controls of any kind — the pack is entirely about accounting features, AI bookkeeping, integrations, and pricing. This is a fair axis for any AI-native SaaS product, but there is no documentation to support it.

                                      ⚑ flag
                                      Kicknone0/10

                                      Kick is an accounting/bookkeeping SaaS product, and no evidence pack item addresses telemetry/usage-tracking opt-out settings, a privacy control panel, or any documented data-collection preferences for the product itself. The security doc only covers encryption and Plaid credential handling, not telemetry opt-out.

                                        ⚑ flag

                                      Reporting statements — stories about reporting statements in this arenaReporting statements

                                      Stories about reporting statements in this arena

                                      Ai insights

                                      1. ai-native userAsk an agent "can we afford X?" and get an answer grounded in live ledger data pulled through the API

                                        weight 3 · round to Puzzle
                                        Puzzlefullclaimed7/10

                                        Puzzle's MCP integration explicitly connects an AI agent (Claude) to live financial data 'through natural conversation—no exports, no copy-pasting,' and Puzzle's broader API/AI messaging promotes asking plain-English questions like 'Am I ready to raise?' or 'Which months am I actually profitable?' grounded in the ledger. This directly matches the ai-native 'can we afford X' use case backed by live API data. Missing for 10: independent/hands-on verification of accuracy for financial affordability queries, and no explicit example matching the exact 'can we afford X' phrasing.

                                        • [claimed-docs] “Puzzle's MCP (Model Context Protocol) integration lets you connect your Puzzle account directly to Claude, giving you instant access to your…”
                                        • [claimed-docs] “lets you connect your Puzzle account directly to Claude, giving you instant access to your financial data through natural conversation — no …”
                                        • [claimed-docs] “Ask anything about your business, instantly, in plain English. "How's my cash trending?" "Am I ready to raise?" "Which months am I actually …”
                                        • [claimed-docs] “With Puzzle's Embedded Accounting—powered by our API, your platform gets automated AI bookkeeping, real-time financial insights, and a clean…”
                                        • [claimed-docs] “Our API was originally architected for deep platform-to-platform integrations.”
                                        proof ↗⚑ flag
                                        Kickpartialprobed4/10

                                        Kick documents an AI workflow where live report data lands in Google Sheets so Gemini/Claude/ChatGPT can read and reason over it, which could support a question like "can we afford X?", but this runs through a spreadsheet bridge, not a genuine public ledger API — probes show openapi/swagger endpoints all 404, and the only live MCP endpoint found serves GitBook documentation search, not ledger data or account actions. Missing for 10: a documented public API or account-scoped MCP server exposing live ledger data directly to agents, and any evidence of natural-language affordability Q&A being answered from it.

                                        • [claimed-docs] “The documented AI workflow routes through Google Sheets: "Use Gemini, Claude, or ChatGPT on live Kick report data in Google Sheets... Your K…”
                                        • [claimed-docs] “Your Kick reports land as live spreadsheet data in your workbook, so Gemini, Claude, or ChatGPT can read and reason over them.”
                                        • [probe] “PROBE openapi: all candidate paths 404 (https://docs.kick.co/openapi.json, https://docs.kick.co/swagger.json, https://docs.kick.co/api/opena…”
                                        • [probe] “PROBE mcp-docs (2026-09-16): keyless JSON-RPC initialize to https://docs.kick.co/~gitbook/mcp completes a real MCP handshake (HTTP 200, prot…”
                                        • [claimed-docs] “The docs are agent-legible via GitBook: a full llms.txt index, .md markdown mirrors on every page, and a documented dynamic query interface …”
                                        proof ↗⚑ flag

                                      Custom reports

                                      1. accountantBuild custom reports filtered and grouped by class, location, or tag dimensions

                                        weight 2 · round to Puzzle
                                        Puzzlepartialclaimed5/10

                                        Puzzle supports Classes with Groups (puzzle-docs-36) and general ledger/financial statement export in cash or accrual basis (puzzle-docs-26/37/45), plus multi-entity management (puzzle-docs-38/44), but there is no direct evidence of a custom report builder that lets accountants filter/group specifically by class, location, or tag dimensions together. missing for 10: explicit custom report builder UI, evidence of 'location' and 'tag' dimensions (only 'class' is documented), and confirmation that reports can be filtered/grouped by these dimensions simultaneously.

                                        • [claimed-docs] “a user can create an unlimited number of Groups for Classes”
                                        • [claimed-docs] “you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats.”
                                        • [claimed-docs] “you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats”
                                        • [claimed-docs] “Yes, you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats.”
                                        • [claimed-docs] “Puzzle supports managing multiple companies (entities) under one login.”
                                        proof ↗⚑ flag
                                        Kicknone0/10

                                        Evidence only shows that the Plus plan includes 'classes' as a feature label in pricing (kick-supp-pricing), but there is no documentation of a report builder that lets users filter/group by class, location, or tag dimensions, nor any mention of 'location' or 'tag' dimensions at all. Missing for 10: documented custom report builder UI, filter/group-by controls, evidence of location dimension, evidence of tag dimension.

                                        • [claimed-docs] “Published plan table: "Free — $0/mo — 1 entity, up to 250 transactions/year, core features; Basic — $40/mo — 1 entity, unlimited transaction…”
                                        proof ↗⚑ flag

                                      Statements

                                      1. founderGenerate an accurate P&L, balance sheet, and cash-flow statement for any period on demand

                                        weight 3 · round to Puzzle
                                        Puzzlefullclaimed7/10

                                        Puzzle explicitly supports generating and exporting full general ledger and financial statements (cash or accrual basis) in Excel/CSV/PDF on demand, plus real-time reporting and startup metrics like ARR/burn/runway, which directly serves the founder's need for on-demand P&L/balance sheet/cash-flow reporting. Missing for 10: explicit naming of 'balance sheet' and 'cash-flow statement' as distinct statement types, and independent/hands-on verification of statement accuracy beyond vendor docs.

                                        • [claimed-docs] “Get real-time financial reports with one click”
                                        • [claimed-docs] “you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats.”
                                        • [claimed-docs] “you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats”
                                        • [claimed-docs] “Yes, you can export a full general ledger and financial statements on either cash or accrual basis in excel, csv, and pdf formats.”
                                        • [claimed-docs] “Cash **_and_** accrual accounting”
                                        • [claimed-docs] “Instantly see startup metrics like ARR, burn, & runway”
                                        proof ↗⚑ flag
                                        Kickpartialclaimed6/10

                                        Kick's docs show a real double-entry ledger with live P&L and Balance Sheet organized by Chart of Accounts, updating in real time as transactions are categorized, plus period locking that keeps historical reports accurate for any locked period (kick-supp-coa, kick-supp-categorization, kick-supp-journal-entries, kick-supp-locks). However, no evidence explicitly confirms a cash-flow statement report or an 'any period on demand' report generator UI — missing for 10: explicit cash-flow statement documentation, evidence of arbitrary custom date-range reporting on demand, and independent/hands-on verification of statement accuracy.

                                        • [claimed-docs] “"Kick sets up a standard Chart of Accounts when you create your workspace, and you or your accountant can adjust it from there: adding, rena…”
                                        • [claimed-docs] “"Kick automatically categorizes your transactions and learns from your changes. When transactions sync into Kick, the AI categorizes approxi…”
                                        • [claimed-docs] “Kick is a real double-entry ledger: "Every transaction in Kick - whether it came from your bank, a payroll run, or a bill - generates a jour…”
                                        • [claimed-docs] “Period locking is documented: "When your accountant finishes reviewing and closing a period, they lock it. A lock protects the finalized boo…”
                                        • [claimed-docs] “The Tax Package generates a single Excel file with everything your accountant or tax preparer needs to file your taxes - no manual exports, …”
                                        proof ↗⚑ flag

                                      Not comparable on these axes

                                      1. ai-native userRead the product's source under an open license

                                        weight 2 · not comparable
                                        Puzzlen/a

                                        Puzzle is a closed-source SaaS accounting product; there is no evidence of any open-source licensing of its codebase, and this is not a category where source availability would be expected — it's a proprietary commercial platform, not a framework/library/tool product.

                                          ⚑ flag
                                          Kickn/a

                                          Kick is a closed-source SaaS accounting product; nothing in the evidence relates to publishing its source code under an open license. The 'open source' axis is a category error for a proprietary financial SaaS product — the closest topics (docs accessibility, MCP endpoints) concern documentation, not source code licensing.

                                            ⚑ flag